Scope of artificial intelligence in gastrointestinal oncology

H Goyal, SAA Sherazi, R Mann, Z Gandhi, A Perisetti… - Cancers, 2021 - mdpi.com
Simple Summary Gastrointestinal cancers cause over 2.8 million deaths annually
worldwide. Currently, the diagnosis of various gastrointestinal cancer mainly relies on …

Comparison of different convolutional neural network activation functions and methods for building ensembles for small to midsize medical data sets

L Nanni, S Brahnam, M Paci, S Ghidoni - Sensors, 2022 - mdpi.com
CNNs and other deep learners are now state-of-the-art in medical imaging research.
However, the small sample size of many medical data sets dampens performance and …

Using deep learning and explainable artificial intelligence to assess the severity of gastroesophageal reflux disease according to the Los Angeles Classification …

Z Ge, B Wang, J Chang, Z Yu, Z Zhou… - Scandinavian Journal …, 2023 - Taylor & Francis
Objectives Gastroesophageal reflux disease (GERD) is a complex disease with a high
worldwide prevalence. The Los Angeles classification (LA-grade) system is meaningful for …

Evaluation of deep learning methods for early gastric cancer detection using gastroscopic images

X Su, Q Liu, X Gao, L Ma - Technology and Health Care, 2023 - content.iospress.com
BACKGROUND: A timely diagnosis of early gastric cancer (EGC) can greatly reduce the
death rate of patients. However, the manual detection of EGC is a costly and low-accuracy …

[HTML][HTML] Advances in the application of robotic surgical systems to gastric cancer: A narrative review

S Ma, L Li, C Yang, B Liu, X Zhang, T Liao, S Liu… - Asian Journal of …, 2023 - Elsevier
Gastric cancer is one of the common malignant tumors in the gastrointestinal tract, and
surgery is currently an important treatment for progressive gastric cancer. With the …

[PDF][PDF] Artificial Intelligence-Driven Decision Support Systems for Improved Diagnosis and Treatment in Gastroenterology

MA Muzammil, IJ Mazhar, M Zohair… - Available at SSRN …, 2023 - researchgate.net
Artificial intelligence (AI) has revolutionized diagnosis and treatment in various medical
fields, including gastroenterology. This narrative study examines how AI-driven …

Segmentation and Classification of Gastric Cancer from Endoscopic Image Dataset with the Aid of Artificial Intelligence

C Anitha, VS Rao, S Debroy… - 2023 7th …, 2023 - ieeexplore.ieee.org
In order to detect early stomach malignancies, upper GI endoscopy is commonly used. An
object detection model, a form of deep learning, was projected as a means of automating the …

Explainable artificial intelligence for gastrointestinal cancer using CNN-a review

VR Renjith, JE Judith - AIP Conference Proceedings, 2023 - pubs.aip.org
Oesophageal, stomach, colon, and rectal cancers are all types of gastrointestinal
malignancies. Gastrointestinal malignancies are responsible for around 20% of all cancer …

[PDF][PDF] A comparison of artificial intelligence algorithms in diagnosing and predicting gastric cancer: a review study

H Mazreati, R Radfar, MR Sohrabi… - Social Determinants …, 2023 - journals.sbmu.ac.ir
Today, artificial intelligence is considered a powerful tool that can help physicians identify
and diagnose and predict diseases. Gastric cancer has been the fourth most common …

Anwendung von künstlicher Intelligenz in der onkologischen Chirurgie des oberen Gastrointestinaltrakts

JA Eckhoff, HF Fuchs, OR Meireles - Wiener klinisches Magazin, 2023 - Springer
Zusammenfassung Hintergrund Mit zunehmendem technologischem Fortschritt im
Operationssaal hat auch die Anwendung von künstlicher Intelligenz (KI) auf die minimal …